Triple
T8737579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George P. Shultz |
E207422
|
entity |
| Predicate | notableStudentOrAdvisorRelationship |
P18487
|
FINISHED |
| Object | associated with Milton Friedman at the University of Chicago |
—
|
LITERAL FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: associated with Milton Friedman at the University of Chicago | Statement: [George P. Shultz, notableStudentOrAdvisorRelationship, associated with Milton Friedman at the University of Chicago]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableStudentOrAdvisorRelationship Context triple: [George P. Shultz, notableStudentOrAdvisorRelationship, associated with Milton Friedman at the University of Chicago]
-
A.
notableStudentOrMentorRelationship
chosen
Indicates a notable educational or mentorship relationship between two individuals, where one has been a significant student or mentor of the other.
-
B.
notableStudentOrColleague
Indicates that one entity is a notable student or professional colleague of another entity.
-
C.
notableStudentOrSubordinate
Indicates that one entity is a notable student or subordinate of another entity, highlighting a significant mentorship or hierarchical relationship between them.
-
D.
notableStudentOrFollower
Indicates that one entity is a notable student or follower of another entity, highlighting a significant mentor–disciple or influence relationship between them.
-
E.
associatedWithAdvisor
Indicates that an entity has a relationship of guidance, oversight, or mentorship with a designated advisor.
- F. None of above.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d45c96081909aa8509064ff3a04 |
completed | March 31, 2026, 11:48 p.m. |
| PD | Predicate disambiguation | batch_69cc457322b481908712a9630a17b954 |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:38 p.m.